Software and short technical reports/academic notes I wrote.
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Score Matching, SURE, and Tweedie’s formula
A random short note about the connection between score matching (aka diffusion models), Stein's unbiased risk estimate (SURE), and Tweedie's formula. Not a new observation but I thought it's nice to explicitly write it down. |
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lajolla
An educational renderer for UCSD CSE 272 |
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Deriving Radiative Backpropagation using the Recursive Form of Path Tracing
A short note about the paper "Radiative Backpropagation: An Adjoint Method for Lightning-Fast Differentiable Rendering". I show that you can derive a similar algorithm using traditional automatic differentiation. |
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diffvg
A differentiable vector graphics rasterizer with PyTorch and Tensorflow interfaces. |
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redner
A differentiable Monte Carlo ray tracer with PyTorch and Tensorflow interfaces. |
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Graphics bibtex
A mega bibtex file containing many graphics-related literatures. |
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Joint Stein’s Unbiased Risk Estimation for Adaptive Sampling and Reconstruction
A short note on a generalized formulation of our SURE-based rendering method. |
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dpt
My prototypical renderer. |
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smallgdpt
Gradient-Domain Path Tracing in ~450 lines. |